{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6547",
 "identifier": "kaal:position:2026-07-31-6547",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Lfg Decentralized Lending With On Chain Social Profiles And Tokenized Re B2Acfa04D9",
 "text": "LFG: Decentralized Lending with On-Chain Social Profiles and Tokenized Reputation presents the following source proposition: The results show a 40% reduction in collateral requirements for users with high reputation scores on the chain. This proposition is pertinent to Kaal's source-bound claim that Superficial identifiers such as language, race, culture, social media profiles, and credit scores play less of a role in DAO of DAOs voting design, which allows inclusion of constituents who have no agency in centralized systems. The proposed response is an agreement: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "agreement",
 "keywords": [
  "reputation",
  "governance-design",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.382.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "LFG: Decentralized Lending with On-Chain Social Profiles and Tokenized Reputation",
  "url": "https://doi.org/10.36227/techrxiv.174430547.74587764/v1"
 },
 "extends": {
  "identifier": "kaal:claim:3799320-038",
  "url": "https://wulfkaal.github.io/claims/3799320-038",
  "citation": "Wulf A. Kaal, A Decentralized Autonomous Organization (DAO) of DAOs (2021). SSRN: https://ssrn.com/abstract=3799320",
  "paper": "Wulf A. Kaal, A Decentralized Autonomous Organization (DAO) of DAOs",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3799320",
  "source_pdf_sha256": "c3dff852f2d3f04718c829a24189309a7db4d92d84f6045d3d4f562d87c03e63"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3799320-038"
  },
  {
   "@type": "CreativeWork",
   "name": "LFG: Decentralized Lending with On-Chain Social Profiles and Tokenized Reputation",
   "url": "https://doi.org/10.36227/techrxiv.174430547.74587764/v1"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0005",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6547",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6547.md",
 "candidateId": "kaal:response-draft:2026-07-31:8df5e540e79caa81bd7e",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.382,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralized, social, profiles, reputation, scores, organization, governance. Scope: reputation based voting rather than identity based access.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4409326487",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.36227/techrxiv.174430547.74587764/v1",
  "doi": "10.36227/techrxiv.174430547.74587764/v1",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4409326487",
   "DOI": "10.36227/techrxiv.174430547.74587764/v1"
  },
  "retrievedAt": "2026-07-31T17:52:24.118Z",
  "providerPage": 23,
  "rawObservationSha256": "2d92b85ff2ca137f8a701c6a46cf4eef750f4c7a52d67d7eab2283cae8fa1f4a",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 11952,
  "chunkId": "openalex-00001",
  "workId": "work:doi:10.36227/techrxiv.174430547.74587764/v1",
  "workAuthors": [
   "Pritesh Panda",
   "Dhruv Bharara",
   "Sarthak Singh",
   "Bhargav Singh"
  ],
  "workPublishedAt": "2025-04-10",
  "identityKeys": [
   "doi:10.36227/techrxiv.174430547.74587764/v1",
   "openalex:https://openalex.org/w4409326487",
   "url:https://doi.org/10.36227/techrxiv.174430547.74587764/v1",
   "title:c28bef9b3f841f62343ef506",
   "proposition:81ba69564ec1742ab2cc295f4c832eec9dd321ae2d602818c7af686ce5e8b1c6"
  ],
  "sourceProposition": "The results show a 40% reduction in collateral requirements for users with high reputation scores on the chain.",
  "sourcePropositionSha256": "be7a44ca7fca297ad838e983cbd6e73f89332aa0e5d80f26844974b1393059b1",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3799320-038",
    "claimUrl": "https://wulfkaal.github.io/claims/3799320-038",
    "rank": 1,
    "confidence": 0.382,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, social, profiles, reputation, scores, organization, governance. Scope: reputation based voting rather than identity based access.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3441904-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3441904-037",
    "rank": 2,
    "confidence": 0.338,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, chain, reputation, users, law, corporate, governance. Scope: DAO designs with a weighted directed acyclic graph and public on chain posts.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782193-030",
    "claimUrl": "https://wulfkaal.github.io/claims/3782193-030",
    "rank": 3,
    "confidence": 0.3319,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, show, political, law, corporate, governance. Scope: Maghribi Jewish traders around 1000 AD under the Fatimid caliphate.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782216-007",
    "claimUrl": "https://wulfkaal.github.io/claims/3782216-007",
    "rank": 4,
    "confidence": 0.3229,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, reputation, results, banking, finance. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3128900-027",
    "claimUrl": "https://wulfkaal.github.io/claims/3128900-027",
    "rank": 5,
    "confidence": 0.3171,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, reputation, high, scores, efficiency. Scope: requesters can observe and select on reputation score.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0005, SHA-256 38dc4a26b86055f59a04f2f22c00881f6c50aa4c4e33c702b9de7f310a3e9995, as written and authorize publication of all 248 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "88408baa0082d487f3faf1b75e98a42d52cdeae4375fd633eaf6dd8538c428e4"
}